Hyper-differential sensitivity analysis with respect to model discrepancy: Sequential optimal experimental design

Madhusudan Madhavan, Joseph Hart, Bart van Bloemen Waanders

Large-scale optimization problems are ubiquitous in the physical sciences; yet, high-fidelity models can often be complex and computationally prohibitive for optimization. A practi…